Conversion of Siamese networks to spiking neural networks for energy-efficient object tracking
Conversion of Siamese networks to spiking neural networks for energy-efficient object tracking
About this item
Full title
Author / Creator
Luo, Yihao , Shen, Haibo , Cao, Xiang , Wang, Tianjiang , Feng, Qi and Tan, Zehan
Publisher
London: Springer London
Journal title
Language
English
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Publication information
Publisher
London: Springer London
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Scope and Contents
Contents
Recently, spiking neural networks (SNNs), the third generation of neural networks, have shown remarkable capabilities of energy-efficient computing, which is a promising alternative for artificial neural networks (ANNs) with high energy consumption. SNNs have reached competitive results compared to ANNs in relatively simple tasks and small datasets...
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Full title
Conversion of Siamese networks to spiking neural networks for energy-efficient object tracking
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Author / Creator
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Record Identifier
TN_cdi_proquest_journals_2664955444
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2664955444
Other Identifiers
ISSN
0941-0643
E-ISSN
1433-3058
DOI
10.1007/s00521-022-06984-1
